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Data Cleaning

EDA

stroke overview

Age

BMI

avg_glucose_level

gender

hypertension

ever married

heart disease

work type

residence type

smoking status

two dimenstion plot

three dimension plot

Feature Engineering

One hot encoding

Modeling

train and split

Scaling (standardization)

oversampling SMOTE

RF

LR

Model Explanability